Real-Time Human Recognition and Tracking For Video Surveillance: Detection, Recognition and Tracking of Human in Real-Time - Couverture souple

Helmi, Fadhlan Hafiz

 
9783844305715: Real-Time Human Recognition and Tracking For Video Surveillance: Detection, Recognition and Tracking of Human in Real-Time
Couverture souple
ISBN 10 : 3844305718 ISBN 13 : 9783844305715
Editeur : LAP LAMBERT Academic Publishing, 2011

Synopsis

Recent research in video surveillance has shown an increasing focus in creating reliable systems for observing humans' appearance, movements and activities, thus providing analytical information for advanced human behavior analysis. In order for the system to function, it requires robust method for detecting and tracking human from a given input of video streams. In this book, a human detection technique suitable for video surveillance is presented. The techniques proposed include adaptive frame differencing for background subtraction, contrast adjustment for shadow removal, and shape based approach for human detection. The tracking technique on the other hand uses correspondence approach. Event Based Video Retrieval (EBVR) system is proposed for efficient surveillance data management and automated human recognition. Proposed human detection and tracking are integrated with EBVR into a complete automated surveillance system which produces good result and real-time performance especially in non-crowded scene and handles automated human recognition with unique ID assignment accurately. This book could serve as an introduction for new researchers in this field.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Recent research in video surveillance has shown an increasing focus in creating reliable systems for observing humans' appearance, movements and activities, thus providing analytical information for advanced human behavior analysis. In order for the system to function, it requires robust method for detecting and tracking human from a given input of video streams. In this book, a human detection technique suitable for video surveillance is presented. The techniques proposed include adaptive frame differencing for background subtraction, contrast adjustment for shadow removal, and shape based approach for human detection. The tracking technique on the other hand uses correspondence approach. Event Based Video Retrieval (EBVR) system is proposed for efficient surveillance data management and automated human recognition. Proposed human detection and tracking are integrated with EBVR into a complete automated surveillance system which produces good result and real-time performance especially in non-crowded scene and handles automated human recognition with unique ID assignment accurately. This book could serve as an introduction for new researchers in this field.

Biographie de l'auteur

Fadhlan Hafiz Helmi, MSc. (Communcation Engneering). Currently doing PhD in Engineering specializing in Intelligent System at International Islamic University Malaysia (IIUM). Previously had been tutoring at IIUM and now an Academic Trainee affiliated with Faculty of Electrical Engineering at Universiti Teknologi MARA (UiTM), Malaysia.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2011
Langue
anglais
ISBN 10 
3844305718
ISBN 13 
9783844305715
Reliure
Broché
Nombre de pages
136
Coordonnées du fabricant
non disponible
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